WO2008059417A1 - Rendu de la combinaison d'une angiographie rotationnelle tridimensionnelle fonctionnelle et d'une perfusion - Google Patents

Rendu de la combinaison d'une angiographie rotationnelle tridimensionnelle fonctionnelle et d'une perfusion Download PDF

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Publication number
WO2008059417A1
WO2008059417A1 PCT/IB2007/054559 IB2007054559W WO2008059417A1 WO 2008059417 A1 WO2008059417 A1 WO 2008059417A1 IB 2007054559 W IB2007054559 W IB 2007054559W WO 2008059417 A1 WO2008059417 A1 WO 2008059417A1
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Prior art keywords
image
data set
data
physiologic
perfusion
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PCT/IB2007/054559
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English (en)
Inventor
Daniel S. A. Ruijters
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Koninklijke Philips Electronics N. V.
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Application filed by Koninklijke Philips Electronics N. V. filed Critical Koninklijke Philips Electronics N. V.
Priority to AT07827040T priority Critical patent/ATE482438T1/de
Priority to DE602007009414T priority patent/DE602007009414D1/de
Priority to EP07827040A priority patent/EP2084667B1/fr
Priority to CN2007800419545A priority patent/CN101542526B/zh
Priority to US12/514,457 priority patent/US8189895B2/en
Publication of WO2008059417A1 publication Critical patent/WO2008059417A1/fr

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/30—Determination of transform parameters for the alignment of images, i.e. image registration
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30004—Biomedical image processing
    • G06T2207/30101—Blood vessel; Artery; Vein; Vascular

Definitions

  • the present invention relates to a system and method for rendering images/views of an anatomical structure, e.g. vessel structures.
  • the present invention relates to a system and method for registering an image of a 3D X-ray rotational angiography (3DRA) with a scan of physiologic data, e.g. from a computer tomography (CT) or magneto resonance (MR) scan, to yield a combined image or view thereof.
  • 3DRA 3D X-ray rotational angiography
  • CT computer tomography
  • MR magneto resonance
  • Interventional X-ray angiography procedures are generally based on real time, two-dimensional (2D) minimally invasive image guidance of endovascular material through the vasculature or the human vessels.
  • the imaging modality of choice for the interactive tracking of guide wires and catheters is an X-ray angio machine.
  • interactive tracking of such endovascular material e.g. a guide wire and/or catheter, have been achieved with an X-ray angiography instrument.
  • 3DRA three-dimensional rotational angiography
  • a 3DRA imaging allows for a better understanding and assessment of the vessel morphology, as well as the mutual relationship of vessel pathology and surrounding branches.
  • This presentation mode is not ideal, because it is impossible for a clinician to interpret the 3D morphology of a vessel from a 2D cross section.
  • it is of importance that all the data encapsulated in the separated data sets are easily accessible, without cluttering the screen with an abundance of data. Further, it is of importance that the spatial relationship between the different data sets is clearly presented.
  • US 6, 879, 711 B2 describes a method for automatic registration of three-dimensional images, wherein the visualisation of the blood vessels can be obtained by the comparison of a three-dimensional digital image obtained by means of a radiology apparatus and a three-dimensional digital image obtained by means of a nuclear magnetic resonance apparatus.
  • the invention provides a method and device for registering an image, a system for registering an image, a corresponding programme element and a computer readable medium.
  • a method for registering an image comprises obtaining a 3D rotational angiography data set of an anatomical structure, obtaining a physiologic data set relating to a physiologic parameter with respect to the anatomic structure, generating a first image that includes the anatomical structure and is derived from the 3D rotational angiography data set, generating a second image that includes the physiologic parameter and is derived from the physiologic data set, and registering the first image and the second image.
  • physiologic data like perfusion or functional data, obtained by for example perfusion computer tomography, perfusion magneto resonance or functional magneto resonance, with segmented vessels obtained from a 3D rotational angiography.
  • Combining the physiologic information in for example perfusion CT or MR, obtained before an intervention, with 3DRA which is obtained during an intervention, as well as combining functional MRI with 3DRA opens up the possibility for a whole range of new treatments, e.g. very localised radiotherapy of tumours, etc.
  • the method offers the possibility to provide the clinician with a maximum amount of information without compromising the ease of use and interpretation.
  • the combined presentation mode allows completely new treatment approaches of complex vascular pathologies.
  • an anatomical structure may be, for example, a vessel, a vessel tree or a vasculature.
  • Such anatomical structure can be obtained by using a contrast medium, when injected in the vessel to assure that the intensities of the vessel voxels in a 3DRA volume are much higher than the other voxel intensities.
  • Physiologic data may be, for example, the perfusion of an anatomic structure, its environment or any other tissue (hard and soft), as well as, for example, functional data of the anatomic structure (vessels etc), its environment and any other tissue.
  • a perfusion scan can, for example, be performed in order to determine whether poor blood flow (ischemia) is present in order to evaluate the location and amount of permanent damage caused by a stroke, and to help to determine whether a person should be treated with angioplasty, and check for adequate blood flow after catheterisation.
  • functional data may, for example, include a haemo-dynamic response related to a neutral activity, e.g. in the brain or the spinal cord.
  • fMRI functional magneto-resonance imaging
  • Generating an image can be understood as the processing of the data obtained by an examination apparatus, for example, a 3D rotational angiography apparatus.
  • the data have to be processed to obtain an image allowing to interpret the data, for example, with respect to the location and intensity of a pixel.
  • the generated image allows to analyse the data with respect to structures present in the image. It should be noted that generating an image does not inevitably include the visualization of an image, for example, on a screen or by means of a printer. Moreover, generating means to provide a relation of the pixels or voxels, which have to be analysed.
  • An image may comprise information of a plurality of dimensions.
  • Registering of an image may include to analyse the images with respect to structures spatially corresponding to each other so that registering allows to provide positions of the images in relation to each other.
  • the method comprises obtaining a diagnostic data set relating to an anatomical region, generating a third image that includes the anatomical region and is derived from the diagnostic data set, and registering the first image, the second image and the third image.
  • a diagnostic scan of an corresponding anatomic region may be added, obtained by for example computer tomography (CT), magneto resonance (MR).
  • CT computer tomography
  • MR magneto resonance
  • An improved interpretation of a rendering and presentation mode can be achieved by displaying, for example, a slab out of a diagnostic scanning, and the intersection thereof with a slice of a functional or perfusion data and segmented vessels.
  • CT computer tomography
  • MR magneto resonance
  • an anatomical region may be a volume of any tissue, and may also include an anatomical structure.
  • the anatomical region normally is acquired by a computer tomography or magneto resonance imaging, preferably without a contrast medium in order to provide the structure of the anatomical region of the patient to be examined.
  • a contrast medium e.g. a vessel
  • an anatomical region visualizing with a lower contrast e.g. the tissue and organs in the environment of the anatomical structure
  • the method comprises segmenting the 3D rotational angiography data set in order to segment, for example, a vessel, a vessel tree or a vasculature.
  • the method comprises generating a triangulated mesh from the segmented 3D rotational angiography data set.
  • the visualization may be carried out by means of standard 3D functionalities like OpenGL and DirectX.
  • the method comprises blending a slab of the third image and a portion of the first image using volume rendering.
  • the volume rendered data can be mixed with the triangulated mesh by using information in the depth buffer concerning the triangulated mesh and traversing the volume rendering integral from back-to-front.
  • the physiologic parameters are visualized as a slice in a visualized image.
  • the method comprises obtaining a diagnostic data set relating to an anatomical region and generating a third image that includes the anatomical region and is derived from the diagnostic data set, wherein the slice is visualized on top of a slab of the third image.
  • the physiologic parameter is visualized as a colourised image, wherein the colourised image indicates measures of the physiologic parameter by modifying a colour and/or the intensity of a colour.
  • Physiologic parameters may be perfusion data and functional data.
  • the perfusion data can be presented in a colourised image, whereby the colour index can indicate a number of measures, e.g. blood volume, blood flow, mean transit time, average peak time, etc.
  • the functional data resulting, for example, from a functional magnetic imaging can be presented in a colourised image on top of a regular magneto-resonance image, whereby the colour index indicates the amount of neural activity.
  • the invention uses regular CT or MR data for representation of the anatomy of the patient.
  • the invention therefore provides an optimum presentation of the large amount of data that is the result of combining 3DRA with diagnostic data (like regular CT or MR) and colourised data (like perfusion or functional data).
  • An exemplary fused perfusion/functional 3DRA rendering, or more generalised a fused physiologic 3DRA rendering may be performed as follows.
  • a vessel is segmented from a 3DRA volume. Instead of a vessel, also a vessel tree or a vasculature or any other anatomic structure may be segmented.
  • a contrast medium in the vessel or in general to the anatomic structure assures that the intensity of the structure voxels of interest in the 3DRA volume are much higher than the other voxel intensities not belonging to the anatomical structure.
  • the contrast can be increased to provide a clear visualization of the anatomical structure.
  • a triangulated mesh is obtained from the segmented data, wherein the mesh is drawn to a frame buffer.
  • depth information is written into the depth buffer. This can be done by using a standard 3D functionality, like OpenGL or DirectX.
  • a slab of the computer tomography or magneto resonance data is blended using volume rendering.
  • the volume rendering data can be mixed with a triangulated mesh by using the information in the depth buffer and traversing the volume rendering integral from a back-to-front.
  • the position of the slab, its orientation, its width and its transparency can be changed for an optimum visualization.
  • a single slice of a colourised volume is drawn on the top of the slab.
  • Colourising the volume provides a good orientation for the user and a clear and structured overview of the region of interest.
  • the red, green, blue (RGB) values of the slice can be obtained by tri- linear interpolation of the plane corresponding with the top of the slab and the colourised volume.
  • the colour values have to be blended with the slab.
  • the blending process can be driven by an opacity value alpha ( ⁇ ).
  • the opacity driven blending of the existing pixel values generated by visualizing the slab in the frame buffer, and the interpolated colour values of the plane can be described as:
  • RGB index output ⁇ *RGB plane + (1 - ⁇ )* RGB frame buffer-
  • the blending can be performed by adding the values of frame buffer and the colourized plane per colour channel, without the use of a opacity (alpha) value.
  • the information in the depth buffer is used for blending with the triangulated mesh. If, for a given pixel, the mesh is in front of the plain, the pixel is not overwritten, otherwise the new value is determined by the blending process.
  • the physiologic data set is obtained from a diagnostic imaging system selected from the group consisting of a computer tomography imaging system, a magneto resonance imaging system and a functional magneto resonance imaging system.
  • the physiologic parameters are selected from the group consisting of perfusion data of the anatomic structure, functional data of the anatomic structure, perfusion data of the environment of the anatomic structure and functional data of the environment of the anatomic structure.
  • any other appropriate physiologic parameters can be used for applying the method according to the present invention.
  • the technical implementation of the present invention may require existing techniques, like segmentation of the vessel from a 3DRA volume, obtaining a triangulated mesh from the segmented data, and blending triangulated meshes with volume rendering, as they are known in the art.
  • a gist of the present invention may provide a manner to visualise information by combining 3DRA with diagnostic data like regular CT or MR, and colourised physiologic data like perfusion or functional data to obtain a plurality of volumes obtained from the same patient.
  • These volumes may be a 3DRA volume, a regular greyscale CT or MR volume and a colourised physiologic parameter like a perfusion CT, a perfusion MR or a functional MR volume.
  • an anatomic structure like a vessel is segmented from the 3DRA volume, a slab out of the regular CT or MR data is rendered through the segmented vessel, and a slice out of the colourised volume of the perfusion or functional data is rendered on top of the slab.
  • the present invention may be applied during minimal invasive interventional treatment of vascular pathologies and endovascular treatment of the neoplastic tissue, where it is of great clinical benefit to obtain morphological assessment of the tissue inside and surrounding the vessel.
  • the clinical added value of the invention lies in a better orientation and understanding of the local anatomy during treatment of the ischemic strokes, stenosis, aneurism and AVMs located in the head, the localisation of bleedings caused during minimal invasive procedures very localised radiotherapy of tumours, etc.
  • the invention can, in particular, be used in interventional X-ray angiographic procedures.
  • Fig. 1 shows a flow chart diagram illustrating the steps of a method of an exemplary embodiment of the present invention.
  • Fig. 2 describes the structure of the system according to an exemplary embodiment of the present invention.
  • Fig. 3 shows the system, the data sources and an output medium of an exemplary embodiment of the present invention.
  • Fig. 4 shows an image of a segmented vessel generated from a 3DRA data set.
  • Fig. 5 shows an image of a segmented vessel generated from a 3DRA data set combined with a slab from an MR/CT data set.
  • Fig. 6 is an image of a segmented vessel combined with a slab, wherein a slice of physiologic parameter visualization is located on top of the slab.
  • Fig. 1 shows a flow chart of a method according to an exemplary embodiment of the present invention.
  • the method comprises obtaining a 3D rotational angiography data set of an anatomical structure Sl, obtaining a physiologic data set relating to a physiologic parameter with respect to the anatomic structure S2, generating a first image that includes the anatomical structure and is derived from the 3D rotational angiography data set S4, generating a second image that includes the physiologic parameter and is derived from the physiologic data set S5, and registering the first image and the second image S7.
  • the method may comprise obtaining a diagnostic data set relating to an anatomical region S3 and generating a third image that includes the anatomical region and is derived from the diagnostic data set S6.
  • the generated images of the anatomical structure and the physiologic parameter, and optionally of the anatomical region are registered S7, S7a.
  • Registering means to analyse the generated image in order to find structures in each of the registered images, which correspond to each other. If the corresponding structures are found, the images can be adapted so that the linking object of each of the images correspond to each other with respect to size, position, etc.
  • each of the image can be resized in each of the three dimensions and rotated until the structures of the images correspond to each other and then, if visualized, give a real impression of the anatomical structure and the physiologic parameter as well as the anatomical region.
  • first and the second image may be registered S7, as well as the first, the second and the third image S7a.
  • the 3D rotational angiography data set is segmented, and a triangulated mesh is generated from the segmented 3D rotational angiography data set.
  • the mesh is drawn to a frame buffer, wherein simultaneously the depth information is written to the depth buffer.
  • This can be done by using a standard 3D functionality, like OpenGL or DirectX.
  • a slab of a CT or MR image is blended with parts of the segmented data using volume rendering.
  • the volume rendered data can be mixed with the triangulated mesh by using the information in the depth buffer and traversing the volume rendering integral from back to front. The position from the slab, its orientation, its width and its transparency may be changed.
  • the method may comprise segmenting the 3D rotational angiography data set S8 and generating a triangulated mesh from the segmented 3D rotational angiography data set S9. It should be noted that the steps Sl, S8, S9, S4 do not have to be in the described or illustrated order, but may also be in a changed order, where it is appropriate.
  • An anatomical structure may be a vessel, a vessel tree or a vasculature, or any other anatomical structure, preferably an isolated structure of interest.
  • an anatomical structure is a vessel, a vessel tree or a vasculature.
  • any other structure is possible, for example, neuronal structures, particular organs, bones, respiratory tracks etc.
  • the physiologic parameter may be, for example, perfusion data or functional data or any other activity in the human body.
  • the physiologic parameter indicates an activity of the human body and may further indicate also a state or a condition, like the supply of the tissue with oxygen, minerals, or the presence of concretions.
  • Generating an image means to convert the raw data obtained from a 3D rotational angiography machine or any other examination apparatus into a data format, which can be analysed with respect to the presence of any structures therein.
  • the anatomical region is a portion of, for example, the human body. It may be a slab or a thicker slice indicating the structure and the position of bones, soft tissue, organs, musculature, and the like.
  • the anatomical structure may be a part of the anatomical region.
  • the anatomical region may be displayed based on diagnostic data of a magneto-resonance imaging or computer tomography imaging.
  • the anatomical region is recorded without a contrast medium, in order to provide an information on the relation of the different portions of the anatomical region.
  • the anatomical structure may be preferably visualized by using a contrast medium in order to increase the contrast and the visibility of the anatomical structure.
  • the method further comprises visualizing the registered images SlO.
  • the user can obtain an overview of the anatomical structure, the physiologic parameters, and optionally of the anatomic region of the patient, wherein the registered images provide an overview due to the combination of the corresponding structures.
  • the method may further comprise blending a slab of the third image and a portion of the first image using volume rendering Sl 1, as described above.
  • the physiologic parameter may be visualized as a slice in a visualized image S 12.
  • the physiologic parameter may be visualized as a slice on top of a slab of the third image S13.
  • the physiologic parameter in form of a slice may be visualized as a colourised image, wherein the colourised image indicates measures of the physiologic parameter by modifying a colour and/or the intensity of a colour. Colourising the image allows to provide a good overview of the state and the condition of the physiology.
  • each colour may represent a physiologic parameter, or wherein each colour represents a range of a single physiologic parameter. It is also possible to provide the colourised image, wherein the ranges of the measures of the physiologic parameter are allocated to a particular intensity of a colour. This also allows to visualize, for example, two physiologic parameters at the same time, wherein each parameter being allocated to a particular colour, and the ranges of the measures of the physiologic parameter are allocated to the intensity. If both parameters are present, this presence may be visualized as a mixed colour. The proportion of the measures of each of the physiologic parameters at a particular location may be visualized by the proportion of the mixed colours.
  • the physiologic data set may be obtained from a diagnostic imaging system like a computer tomography imaging system, a magneto-resonance imaging system, a functional magneto-resonance imaging system and the like.
  • the functional magnetic resonance imaging is based on the use of a magneto-resonance image to measure the, for example, haemo-dynamic response related to a neural activity in the brain or spinal cord.
  • the colour index may indicate the amount of neural activity.
  • Perfusion data may also be presented as a colourised image, whereby the colour index may indicate a number of measures, for example, the blood volume, blood flow, mean transit time, average peak time, etc.
  • the physiologic parameter may be, for example, perfusion data of the anatomic structure, functional data of the anatomic structure, perfusion data of the environment of the anatomical structure, functional data of the environment of the anatomic structure and the like. It should be noted that the environment of the anatomic structure may also correspond to the anatomical region.
  • Fig. 2 illustrates a system for registering an image comprising a computer storage unit 31 that includes one or more databases 32 and a processing unit 33 being in communication with a computer storage unit 31 and being programmed to generate the first image, to generate the second image and to register the first image and the second image corresponding to the above described method.
  • the processing unit may further include one or more processors 34.
  • Fig. 3 illustrates the system 30 as described above, wherein the system obtains the data sets from external devices 37, 38, 39.
  • a 3D rotational angiography data set may be provided, for example, by a 3D rotational angiography machine 38.
  • the diagnostic data set may be provided by a diagnostic device, like a magneto -resonance imaging system or a computer tomography imaging system 37.
  • the physiologic data set may be obtained by a device 39 being adapted to provide physiologic data, for example, a computer tomography imaging system, a magneto -resonance imaging system or a functional magneto-resonance imaging system, as described above.
  • the system 30 may further comprise a displaying unit, however, it is also possible to provide an external displaying unit 35 to output the result of the registering and the output of the visualized registered images.
  • Figs. 4 to 6 illustrate particular steps to obtain a visualized image based on the registered images.
  • Fig. 4 shows a segmented vessel out of a 3DRA data set. Segmenting the vessel allows to exactly analyse the structure of the vessel, for example, in case of a stroke or an aneurism. However, the segmented vessel alone does not visualize the relative position of the vessel within an anatomical region. For this purpose, there is provided an image of an anatomical region. It should be noted that an image is not limited to two-dimensional data, but may also constitute three-dimensional data. Further, visualizing an image is not limited to a two-dimensional visualization, but may also comprise a three-dimensional visualization.
  • Fig. 5 illustrates a slab of an anatomical region, wherein the image of the anatomical region and the image of the anatomical structure correspond to each other such that the segmented vessel is displayed in a correct position relative to the visualized anatomical region.
  • Fig. 6 illustrates the combined structure of the anatomical structure and the segmented vessel together with an image of physiologic parameters, wherein the physiologic parameters are visualized as a slice on top of the slab of the anatomical region.
  • the segmented vessel may also be visualized only with the slice of the physiologic parameter, i.e. without visualizing the slab of the anatomical region.
  • the invention may be applied during minimal invasive interventional treatment of vascular pathologies and endo vascular treatment of the neoplastic tissue so that it is of great clinical benefit to obtain morphologic assessment of the tissue inside and surrounding the vessel.
  • the invention may be applied in treatment of ischemic strokes, stenosis, aneurisms and AVMs located in the head, the localisation of bleedings caused during minimal invasive procedures, and very localised radiotherapy of tumours etc, for a better orientation and understanding of the local anatomy.

Abstract

L'invention concerne un procédé et un système permettant de visualiser des informations en combinant une angiographie rotationnelle tridimensionnelle (3DRA) à des données de diagnostic comme la tomographie informatisée (CT) ou la résonance magnétique (MR) habituelle, et des données physiologiques colorées comme une perfusion ou des données fonctionnelles pour obtenir une pluralité de volumes obtenus à partir du même patient. Ces volumes peuvent être un volume de 3DRA, un volume de CT ou de MR habituelle en échelle de gris et un paramètre physiologique coloré comme une CT de perfusion, une MR de perfusion ou un volume de MR fonctionnel. Ensuite, une structure anatomique telle qu'un vaisseau est segmentée à partir du volume de 3DRA, une plaque tirée des données de CT ou de MR habituelle est rendue à travers le vaisseau segmenté, et une tranche tirée du volume coloré de la perfusion ou des données fonctionnelles est rendue sur le dessus de la plaque.
PCT/IB2007/054559 2006-11-13 2007-11-09 Rendu de la combinaison d'une angiographie rotationnelle tridimensionnelle fonctionnelle et d'une perfusion WO2008059417A1 (fr)

Priority Applications (5)

Application Number Priority Date Filing Date Title
AT07827040T ATE482438T1 (de) 2006-11-13 2007-11-09 Fusionsierte 3d-darstellung von perfusions- und funktionellen daten einer rotationsangiografie
DE602007009414T DE602007009414D1 (de) 2006-11-13 2007-11-09 Fusionsierte 3d-darstellung von perfusions- und funktionellen daten einer rotationsangiografie
EP07827040A EP2084667B1 (fr) 2006-11-13 2007-11-09 Rendu de la combinaison d'une angiographie rotationnelle tridimensionnelle fonctionnelle et d'une perfusion
CN2007800419545A CN101542526B (zh) 2006-11-13 2007-11-09 融合的灌注和功能性3d旋转血管造影绘制
US12/514,457 US8189895B2 (en) 2006-11-13 2007-11-09 Fused perfusion and functional 3D rotational angiography rendering

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
EP06123944.8 2006-11-13
EP06123944 2006-11-13

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WO2008059417A1 true WO2008059417A1 (fr) 2008-05-22

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US (1) US8189895B2 (fr)
EP (1) EP2084667B1 (fr)
CN (1) CN101542526B (fr)
AT (1) ATE482438T1 (fr)
DE (1) DE602007009414D1 (fr)
WO (1) WO2008059417A1 (fr)

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103988230A (zh) * 2011-12-07 2014-08-13 皇家飞利浦有限公司 3d医学灌注图像的可视化
US9463073B2 (en) 2010-12-21 2016-10-11 Renishaw (Ireland) Limited Method and apparatus for analysing images
JP7476403B2 (ja) 2022-08-17 2024-04-30 シーメンス ヘルスケア ゲゼルシヤフト ミツト ベシユレンクテル ハフツング 医療ボリュームデータをレンダリングするためのコンピュータ実施方法

Families Citing this family (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP2225724A1 (fr) * 2007-12-18 2010-09-08 Koninklijke Philips Electronics N.V. Système de fusion multimodale de données d'image à partir de modèles anatomiques statistiques
DE102010040976A1 (de) * 2010-09-17 2012-03-22 Siemens Aktiengesellschaft Röntgenbildaufnahmeverfahren
IN2014CN03655A (fr) * 2011-11-18 2015-10-09 Koninkl Philips Nv
IT201900011778A1 (it) * 2019-07-15 2021-01-15 Microtec Srl Metodi implementati tramite computer per addestrare o utilizzare una infrastruttura software basata su tecniche di machine learning
CN111358484B (zh) * 2020-03-23 2021-12-24 广州医科大学附属第一医院（广州呼吸中心） 核医学肺灌注显像定量分析方法、分析设备及存储介质

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6879711B2 (en) 1999-12-02 2005-04-12 Ge Medical Systems Sa Method of automatic registration of three-dimensional images
WO2006018774A1 (fr) * 2004-08-17 2006-02-23 Koninklijke Philips Electronics N.V. Combinaison flexible angiographie rotationnelle 3d et tomodensitometrie

Family Cites Families (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7570987B2 (en) 2003-04-04 2009-08-04 Brainlab Ag Perspective registration and visualization of internal areas of the body
DE10340544B4 (de) * 2003-09-01 2006-08-03 Siemens Ag Vorrichtung zur visuellen Unterstützung einer elektrophysiologischen Katheteranwendung im Herzen
DE10340546B4 (de) * 2003-09-01 2006-04-20 Siemens Ag Verfahren und Vorrichtung zur visuellen Unterstützung einer elektrophysiologischen Katheteranwendung im Herzen
DE102004004620A1 (de) 2004-01-29 2005-08-25 Siemens Ag Verfahren zur Registrierung und Überlagerung von Bilddaten bei Serienaufnahmen in der medizinischen Bildgebung
US20080199059A1 (en) * 2004-05-14 2008-08-21 Koninklijke Philips Electronics, N.V. Information Enhanced Image Guided Interventions
JP5289966B2 (ja) * 2005-11-02 2013-09-11 コーニンクレッカ フィリップス エレクトロニクス エヌ ヴィ インターベンショナル手順中、シルエットレンダリング及び画像を表示するための画像処理システム及び方法
JP5111387B2 (ja) * 2005-11-14 2013-01-09 コーニンクレッカ フィリップス エレクトロニクス エヌ ヴィ 解剖学的構造のシルエット合成レンダリング

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6879711B2 (en) 1999-12-02 2005-04-12 Ge Medical Systems Sa Method of automatic registration of three-dimensional images
WO2006018774A1 (fr) * 2004-08-17 2006-02-23 Koninklijke Philips Electronics N.V. Combinaison flexible angiographie rotationnelle 3d et tomodensitometrie

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
D. RUIJTERS ET AL.: "Silhouette Fusion of Vascular and Anatomical Volume Data", INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, April 2006 (2006-04-01), pages 121 - 124, XP010912581, DOI: doi:10.1109/ISBI.2006.1624867
ROBERT MANZKE ET AL: "Intra-operative Volume Imaging of the Left Atrium and Pulmonary Veins with Rotational X-Ray Angiography", MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2006 LECTURE NOTES IN COMPUTER SCIENCE;;LNCS, SPRINGER BERLIN HEIDELBERG, BE, vol. 4190, 28 September 2006 (2006-09-28), pages 604 - 611, XP019043516, ISBN: 978-3-540-44707-8 *
RUIJTERS D ET AL: "Silhouette Fusion of Vascular and Anatomical Volume Data", BIOMEDICAL IMAGING: MACRO TO NANO, 2006. 3RD IEEE INTERNATIONAL SYMPOSIUM ON APRIL 6, 2006, PISCATAWAY, NJ, USA,IEEE, 6 April 2006 (2006-04-06), pages 121 - 124, XP010912581, ISBN: 0-7803-9576-X *

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9463073B2 (en) 2010-12-21 2016-10-11 Renishaw (Ireland) Limited Method and apparatus for analysing images
CN103988230A (zh) * 2011-12-07 2014-08-13 皇家飞利浦有限公司 3d医学灌注图像的可视化
JP7476403B2 (ja) 2022-08-17 2024-04-30 シーメンス ヘルスケア ゲゼルシヤフト ミツト ベシユレンクテル ハフツング 医療ボリュームデータをレンダリングするためのコンピュータ実施方法

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US8189895B2 (en) 2012-05-29
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ATE482438T1 (de) 2010-10-15
US20100290681A1 (en) 2010-11-18
CN101542526B (zh) 2013-12-25
CN101542526A (zh) 2009-09-23
DE602007009414D1 (de) 2010-11-04

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